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Table 3 Performance comparison of Gpos-ECC-mPLoc with the state-of-the-art predictors on the gram-positive bacterial benchmark dataset by the jackknife test.

From: Multi-location gram-positive and gram-negative bacterial protein subcellular localization using gene ontology and multi-label classifier ensemble

Order

Subcellular location

Success rate by jackknife test

  

Gpos-ECC-mPLoc

Gpos-mPLoc

iLoc-Gpos

1

Cell membrane

96.53%

-

95.98%

2

Cell wall

66.67%

-

66.67%

3

Cytoplasm

96.15%

-

95.19%

4

Extracell

92.68%

-

89.43%

Overall locative accuracy

94.44%

82.2%

93.12%

Overall absolute accuracy

94.02%

-

92.87%